As shown in Figure S11D, we identified SNAIL target genes as an enriched pathway in the tumor specimens with high abundancy of PSMD14 from three ESCC cohorts by using Gene set enrichment analysis (GSEA). The gene discussed is PSMD14; the disease is neoplasm.